{"id":"W4414841889","doi":"10.54331/haik.148339","title":"Helsingin kaduilta vallan kabinetteihin","year":2025,"lang":"fi","type":"article","venue":"Historiallinen Aikakauskirja","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Quarter (Canadian coin); Investment (military)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005782424,0.0006333369,0.0009444466,0.0005699804,0.002835423,0.0007734479,0.003158523,0.0008799465,0.003390159],"category_scores_gemma":[0.003957943,0.0006714073,0.0005097368,0.004012026,0.002994857,0.0006793597,0.0005335921,0.001083763,0.001427704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003488445,"about_ca_system_score_gemma":0.003692344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02260798,"about_ca_topic_score_gemma":0.006878294,"domain_scores_codex":[0.9908299,0.001622299,0.001204249,0.001439995,0.002791601,0.002111954],"domain_scores_gemma":[0.9959446,0.001118022,0.0004600521,0.001028184,0.0007049589,0.0007442487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001515005,0.0004501822,0.002246431,0.0001506322,0.0001985062,0.00007043193,0.02071826,0.00005188446,0.001600829,0.2679538,0.6635106,0.04289701],"study_design_scores_gemma":[0.0007907389,0.0001284954,0.0004668868,0.0002161895,0.00009976137,6.175418e-7,0.002598541,0.0002026059,0.0001800286,0.01191837,0.9827404,0.0006573581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01341228,0.01070081,0.001141485,0.06311274,0.06879971,0.001929585,0.00007404418,0.0005837744,0.8402456],"genre_scores_gemma":[0.4498019,0.004506994,0.002700235,0.002690136,0.02493879,0.0001519587,0.00004556448,0.0001124444,0.515052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4363897,"threshold_uncertainty_score":0.9997184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769373228880547,"score_gpt":0.3793917089254032,"score_spread":0.3516979766365978,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}